Think Complexity: Complexity Science and Computational Modeling
by: Allen Downey
ISBN-10: 1492040207
ISBN-13: 9781492040200
Edition 版本: 2
Released: 2018-08-06
Pages: 200
Expand your Python skills by working with data structures and algorithms in a refreshing context—through an eye-opening exploration of complexity science. Whether you’re an intermediate-level Python programmer or a student of computational modeling,you’ll delve into examples of complex systems through a series of worked examples,exercises,case studies,and easy-to-understand explanations.
In this updated second edition,you’ll work with graphs,algorithm analysis,scale-free networks,and cellular automata,using advanced features that make Python such a powerful language. Ideal as a text for courses on Python programming and algorithms,Think Complexity will also help self-learners gain valuable experience with topics and ideas they might not encounter otherwise.
For every chapter,there are two Jupyter notebooks in the book’s software repository: one contains the code from the chapter,explanatory text,and exercises; the other contains the solutions to the exercises
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